refactor(server): steward 意图改用声明式注册表编排

- 新增 steward_intent_registry，IntentDescriptor 统一描述意图的识别关键词、动作步骤构建、字段白名单与副作用集合，替代分散的 if/else
- 新增 steward_intent_bootstrap 注册 expense_application 等意图；新增 steward_query_executors 提供差旅标准查询的无副作用执行与城市/席别标签化输出
- action_contracts/action_executor/graph_planner/intent_agent/model_plan_builder/planner_extraction/fallback 适配注册表，识别与执行分发自动从注册表取数
- 新增 intent_registry/query_executors 测试，更新 intent_agent 测试

server/src/app/schemas/steward.py

@@ -4,8 +4,8 @@ from typing import Any, Literal
 
 from pydantic import BaseModel, Field
 
-StewardTaskType = Literal["expense_application", "reimbursement"]
-StewardAssignedAgent = Literal["application_assistant", "reimbursement_assistant"]
+StewardTaskType = str
+StewardAssignedAgent = str
 StewardPlanningSource = Literal["llm_function_call", "rule_fallback"]
 StewardPlanNextAction = Literal["confirm_flow", "confirm_task", "delegate_task", "none"]
 StewardRequestedAction = Literal["preview", "save_draft", "submit"]
@@ -22,20 +22,7 @@ StewardRuntimeNextAction = Literal[
     "cancel_current_action",
     "no_op",
 ]
-StewardActionType = Literal[
-    "detect_intent",
-    "fill_application_fields",
-    "build_application_preview",
-    "fill_reimbursement_fields",
-    "build_reimbursement_preview",
-    "validate_required_fields",
-    "run_duplicate_precheck",
-    "save_application_draft",
-    "submit_application",
-    "link_existing_application",
-    "create_reimbursement_draft",
-    "associate_attachments",
-]
+StewardActionType = str
 StewardActionStatus = Literal["completed", "planned", "pending_confirmation", "blocked"]
 StewardActionExecutionStatus = Literal["succeeded", "blocked", "needs_confirmation", "failed"]
 StewardTaskStatus = Literal[
@@ -47,7 +34,7 @@ StewardTaskStatus = Literal[
     "blocked",
 ]
 StewardConfirmationStatus = Literal["pending", "confirmed", "rejected"]
-StewardFlowId = Literal["travel_application", "travel_reimbursement"]
+StewardFlowId = str
 StewardPendingFlowStatus = Literal["none", "pending", "confirmed", "rejected"]
 
 

server/src/app/services/runtime_chat.py

@@ -550,7 +550,9 @@ class RuntimeChatService:
             "max_tokens": max_tokens,
             "temperature": temperature,
         }
-        if provider == "GLM":
+        # function calling 需要确定性结构化输出,thinking mode 与强制 tool_choice 冲突
+        # (如 Ali 通义在 thinking 模式下拒绝 tool_choice=object),这里统一禁用。
+        if provider in {"GLM", "Ali"}:
             request_payload["thinking"] = {"type": "disabled"}
 
         status_code, payload = _send_json_request(

server/src/app/services/steward_action_contracts.py

@@ -26,8 +26,21 @@ class StewardActionPlanBuilder:
         return plan.model_copy(update={"tasks": tasks, "action_steps": plan_steps})
 
     def build_task_action_steps(self, task: StewardTask) -> list[StewardActionStep]:
+        from app.services.steward_intent_registry import get_intent
+
+        intent = get_intent(task.task_type)
+        if intent is not None:
+            return intent.action_steps_builder(task)
         if task.task_type == "expense_application":
+            return self.build_application_steps(task)
+        if task.task_type == "reimbursement":
+            return self.build_reimbursement_steps(task)
+        return []
+
+    def build_application_steps(self, task: StewardTask) -> list[StewardActionStep]:
         return self._build_application_steps(task)
+
+    def build_reimbursement_steps(self, task: StewardTask) -> list[StewardActionStep]:
         return self._build_reimbursement_steps(task)
 
     def _build_application_steps(self, task: StewardTask) -> list[StewardActionStep]:

server/src/app/services/steward_action_executor.py

@@ -15,6 +15,11 @@ from app.schemas.steward import (
 from app.schemas.user_agent import UserAgentRequest
 from app.services.attachment_association_jobs import AttachmentAssociationJobRunner
 from app.services.expense_claims import ExpenseClaimService
+from app.services.steward_intent_registry import (
+    all_noop_actions,
+    all_side_effect_actions,
+    resolve_intent_by_action,
+)
 from app.services.user_agent import UserAgentService
 from app.services.user_agent_application_dates import resolve_application_days_from_time_range
 
@@ -31,8 +36,8 @@ SUPPORTED_ACTIONS = {
     "link_existing_application",
     "associate_attachments",
 }
-APPLICATION_SIDE_EFFECT_ACTIONS = {"save_application_draft", "submit_application"}
-REIMBURSEMENT_SIDE_EFFECT_ACTIONS = {"create_reimbursement_draft", "link_existing_application"}
+APPLICATION_SIDE_EFFECT_ACTIONS = {"save_application_draft", "submit_application", "run_duplicate_precheck"}
+REIMBURSEMENT_SIDE_EFFECT_ACTIONS = {"create_reimbursement_draft", "link_existing_application", "associate_attachments"}
 NOOP_ACTIONS = {
     "fill_application_fields",
     "build_application_preview",
@@ -83,7 +88,8 @@ class StewardActionExecutor:
     ) -> StewardActionExecuteResponse:
         action_type = self._normalize_action_type(request.action_type)
         trace = [self._trace("received", action_type=action_type, plan_id=request.plan_id)]
-        if action_type not in SUPPORTED_ACTIONS:
+        supported = SUPPORTED_ACTIONS | all_side_effect_actions() | all_noop_actions()
+        if action_type not in supported:
             return self._blocked(
                 action_type,
                 f"不支持的小财管家动作：{action_type or '空动作'}。",
@@ -91,7 +97,8 @@ class StewardActionExecutor:
             )
 
         task = request.task
-        if task is None and action_type not in NOOP_ACTIONS:
+        noop_actions = NOOP_ACTIONS | all_noop_actions()
+        if task is None and action_type not in noop_actions:
             return self._blocked(
                 action_type,
                 "动作缺少任务快照，无法安全执行。",
@@ -107,7 +114,7 @@ class StewardActionExecutor:
                 trace=[*trace, self._trace("blocked", reason="missing_fields")],
             )
 
-        if action_type in NOOP_ACTIONS:
+        if action_type in noop_actions:
             return StewardActionExecuteResponse(
                 action_type=action_type,
                 status="succeeded",
@@ -118,6 +125,13 @@ class StewardActionExecutor:
                 },
                 trace=[*trace, self._trace("completed", mode="noop")],
             )
+
+        # 优先走注册表:查到 action 所属意图的 executor 即委托执行
+        intent = resolve_intent_by_action(action_type)
+        if intent is not None and intent.executor is not None:
+            return intent.executor(self, request, current_user, trace)
+
+        # 兼容回退:注册表未命中时按旧逻辑分发
         if action_type == "run_duplicate_precheck":
             return self._run_duplicate_precheck(request, current_user, trace)
         if action_type in APPLICATION_SIDE_EFFECT_ACTIONS:
@@ -133,6 +147,30 @@ class StewardActionExecutor:
             trace=[*trace, self._trace("blocked", reason="unwired_action")],
         )
 
+    def _dispatch_application_action(
+        self,
+        request: StewardActionExecuteRequest,
+        current_user: CurrentUserContext,
+        trace: list[dict[str, Any]],
+    ) -> StewardActionExecuteResponse:
+        """registry 入口:分发申请类副作用动作。"""
+        action_type = self._normalize_action_type(request.action_type)
+        if action_type == "run_duplicate_precheck":
+            return self._run_duplicate_precheck(request, current_user, trace)
+        return self._execute_application_action(request, current_user, action_type, trace)
+
+    def _dispatch_reimbursement_action(
+        self,
+        request: StewardActionExecuteRequest,
+        current_user: CurrentUserContext,
+        trace: list[dict[str, Any]],
+    ) -> StewardActionExecuteResponse:
+        """registry 入口:分发报销类副作用动作。"""
+        action_type = self._normalize_action_type(request.action_type)
+        if action_type == "associate_attachments":
+            return self._execute_associate_attachments_action(request, current_user, trace)
+        return self._execute_reimbursement_action(request, current_user, action_type, trace)
+
     def _run_duplicate_precheck(
         self,
         request: StewardActionExecuteRequest,

server/src/app/services/steward_graph_planner.py

@@ -6,6 +6,7 @@ from typing import Any, TypedDict
 from langgraph.graph import END, START, StateGraph
 
 from app.schemas.steward import StewardPlanRequest, StewardPlanResponse
+from app.services import steward_intent_bootstrap  # noqa: F401  导入即注册全部业务意图
 from app.services.steward_action_contracts import StewardActionPlanBuilder
 from app.services.steward_constants import BUSINESS_CANONICAL_FIELD_ORDER
 from app.services.steward_intent_agent import StewardIntentAgent, StewardIntentAgentResult

server/src/app/services/steward_intent_agent.py

@@ -8,11 +8,30 @@ from typing import Any
 from app.schemas.steward import StewardPlanRequest
 from app.services.ontology_field_registry import normalize_ontology_form_values
 from app.services.runtime_chat import RuntimeChatService
+from app.services.steward_intent_registry import (
+    all_flow_ids,
+    all_task_types,
+    all_intents,
+)
 
 
 STEWARD_INTENT_FUNCTION_NAME = "submit_steward_intent_plan"
 
 
+def _build_supported_intent_summary() -> str:
+    """从注册表拼接当前支持的意图列表,供 system prompt 引用。"""
+    fragments = [f"{desc.task_type}（{desc.label}）" for desc in all_intents()]
+    return "、".join(fragments) if fragments else "（暂无已注册意图）"
+
+
+def _build_intent_prompt_fragments() -> str:
+    """从注册表拼接每个意图的识别指引片段。"""
+    fragments = [desc.prompt_fragment for desc in all_intents() if desc.prompt_fragment]
+    if not fragments:
+        return ""
+    return "".join(fragments)
+
+
 @dataclass(frozen=True, slots=True)
 class StewardIntentAgentResult:
     payload: dict[str, Any]
@@ -104,11 +123,9 @@ class StewardIntentAgent:
                 "content": (
                     "你是 X-Financial 的小财管家意图识别智能体。"
                     "你必须通过 function calling 输出结构化计划，不能只返回普通文本。"
-                    "当前版本只支持 expense_application 和 reimbursement 两类任务；"
+                    f"当前支持的 task_type 包括：{_build_supported_intent_summary()}。"
                     "你只做识别、拆解、归集和确认点规划，不能执行入库、绑定附件或提交审批。"
-                    "用户描述未来出差、差旅计划、去某地几天、部署、支撑、拜访或会议安排时，"
-                    "即使没有出现“申请”两个字，也必须优先识别为 expense_application。"
-                    "用户描述已经发生的费用、昨天/前天费用、票据或明确报销诉求时，才识别为 reimbursement。"
+                    f"{_build_intent_prompt_fragments()}"
                     "如果用户只描述出差时间、地点和事由，但没有明确申请、报销、提交、保存草稿等动作，"
                     "且无法从上下文判断流程方向，必须返回 pending_flow_confirmation.status=pending，"
                     "candidate_flows 同时给出 travel_application 和 travel_reimbursement，tasks 保持空数组。"
@@ -116,12 +133,12 @@ class StewardIntentAgent:
                     "如果输入里出现 occurred_date、transport_type、reason_value 等别名，必须映射为 canonical 字段。"
                     "每个 task 必须输出 requested_action：用户只是要求整理/发起但未说保存或提交时为 preview；"
                     "用户说保存草稿、先保存、存草稿时为 save_draft；用户说直接提交、提交申请、确认提交时为 submit。"
+                    "对于查询类任务(如查询差旅标准),requested_action 固定为 preview。"
                     "相对日期必须以 base_date 为准转换为明确日期。"
                     "thinking_events 只能是面向用户的过程摘要，不能暴露内部推理链。"
-                    "如果用户输入与出差、费用、报销、申请等财务事项完全无关"
+                    "如果用户输入与出差、费用、报销、申请、差旅标准等财务事项完全无关"
                     "（例如纯数字、问候、闲聊、无意义字符、单字符重复），"
-                    "必须让 tasks 返回空数组，并在 thinking_events 中明确说明“未识别到财务事项”，"
-                    "不要强行把无关输入识别为 expense_application 或 reimbursement 任务。"
+                    "必须让 tasks 返回空数组，并在 thinking_events 中明确说明“未识别到财务事项”。"
                 ),
             },
             {
@@ -159,7 +176,7 @@ class StewardIntentAgent:
                                 "properties": {
                                     "task_type": {
                                         "type": "string",
-                                        "enum": ["expense_application", "reimbursement"],
+                                        "enum": all_task_types(),
                                     },
                                     "title": {"type": "string"},
                                     "summary": {"type": "string"},
@@ -211,7 +228,7 @@ class StewardIntentAgent:
                                         "properties": {
                                             "flow_id": {
                                                 "type": "string",
-                                                "enum": ["travel_application", "travel_reimbursement"],
+                                                "enum": all_flow_ids(),
                                             },
                                             "label": {"type": "string"},
                                             "confidence": {

server/src/app/services/steward_intent_bootstrap.py

@@ -0,0 +1,112 @@
+from __future__ import annotations
+
+from app.services.steward_action_contracts import StewardActionPlanBuilder
+from app.services.steward_action_executor import StewardActionExecutor
+from app.services.steward_constants import BUSINESS_CANONICAL_FIELDS
+from app.services.steward_intent_registry import (
+    IntentDescriptor,
+    register_intent,
+)
+from app.services.steward_query_executors import (
+    build_travel_standard_query_steps,
+    execute_travel_standard_query,
+)
+
+
+def bootstrap_intents() -> None:
+    """注册小财管家支持的全部业务意图。
+
+    新增意图时在这里追加一个 register_intent 调用即可,
+    无需改动识别 / 动作生成 / 执行分发链路。
+    """
+    application_builder = StewardActionPlanBuilder()
+
+    register_intent(
+        IntentDescriptor(
+            task_type="expense_application",
+            assigned_agent="application_assistant",
+            label="费用申请",
+            action_steps_builder=application_builder.build_application_steps,
+            signal_keywords=(
+                "申请", "出差", "差旅", "费用", "交通", "住宿", "采购", "会务", "会议",
+                "客户现场", "项目", "拜访", "调研", "驻场", "上线", "验收",
+            ),
+            ontology_field_allowlist=tuple(BUSINESS_CANONICAL_FIELDS),
+            noop_actions=(
+                "fill_application_fields",
+                "build_application_preview",
+                "validate_required_fields",
+            ),
+            side_effect_actions=("save_application_draft", "submit_application", "run_duplicate_precheck"),
+            executor=StewardActionExecutor._dispatch_application_action,
+            flow_id="travel_application",
+            prompt_fragment=(
+                "用户描述未来出差、差旅计划、去某地几天、部署、支撑、拜访或会议安排时,"
+                "即使没有出现“申请”两个字,也必须优先识别为 expense_application。"
+            ),
+        )
+    )
+
+    register_intent(
+        IntentDescriptor(
+            task_type="reimbursement",
+            assigned_agent="reimbursement_assistant",
+            label="费用报销",
+            action_steps_builder=application_builder.build_reimbursement_steps,
+            signal_keywords=("报销", "报账", "票据", "发票", "凭证", "行程单", "付款截图", "小票", "收据"),
+            ontology_field_allowlist=tuple(BUSINESS_CANONICAL_FIELDS),
+            noop_actions=(
+                "fill_reimbursement_fields",
+                "build_reimbursement_preview",
+                "validate_required_fields",
+            ),
+            side_effect_actions=(
+                "create_reimbursement_draft",
+                "link_existing_application",
+                "associate_attachments",
+            ),
+            executor=StewardActionExecutor._dispatch_reimbursement_action,
+            flow_id="travel_reimbursement",
+            prompt_fragment=(
+                "用户描述已经发生的费用、昨天/前天费用、票据或明确报销诉求时,"
+                "才识别为 reimbursement。"
+            ),
+        )
+    )
+
+    register_intent(
+        IntentDescriptor(
+            task_type="query_travel_standard",
+            assigned_agent="policy_query_assistant",
+            label="差旅标准查询",
+            action_steps_builder=build_travel_standard_query_steps,
+            signal_keywords=(
+                "差旅标准", "住宿标准", "出差标准", "交通标准", "出差补助",
+                "差旅补贴", "住宿补助", "交通补助", "职级标准", "差标",
+            ),
+            ontology_field_allowlist=(
+                "location",
+                "employee_grade",
+                "standard_category",
+                "expense_type",
+            ),
+            noop_actions=(),
+            side_effect_actions=("execute_travel_standard_query",),
+            executor=execute_travel_standard_query,
+            flow_id=None,
+            prompt_fragment=(
+                "用户询问差旅住宿标准、交通标准、出差补助或差旅补贴标准时,"
+                "必须识别为 query_travel_standard,而不是 expense_application 或 reimbursement。"
+                "差旅标准查询不创建任何单据,只返回标准数值。"
+            ),
+        )
+    )
+
+
+def _ensure_bootstrapped() -> None:
+    if not all_task_types():
+        bootstrap_intents()
+
+
+# 导入即注册,保证 registry 在首次 import 后即处于可用状态。
+bootstrap_intents()

server/src/app/services/steward_intent_registry.py

@@ -0,0 +1,128 @@
+from __future__ import annotations
+
+from dataclasses import dataclass, field
+from typing import Any, Callable, Protocol
+
+
+class ActionStepsBuilder(Protocol):
+    """把单个 task 转换为确定性白名单动作步骤序列。"""
+
+    def __call__(self, task: Any) -> list[Any]: ...
+
+
+class ActionExecutor(Protocol):
+    """执行单个 action_type 对应的副作用或查询,返回 StewardActionExecuteResponse。"""
+
+    def __call__(self, executor: Any, request: Any, current_user: Any, trace: list[dict[str, Any]]) -> Any: ...
+
+
+@dataclass(frozen=True)
+class IntentDescriptor:
+    """单个业务意图的声明式描述符。
+
+    注册一个 IntentDescriptor 即可让意图识别、动作生成、执行分发、字段过滤
+    全部自动适配,无需改动 if/else 链。
+    """
+
+    task_type: str
+    assigned_agent: str
+    label: str
+    """中文标签,用于 system prompt、前端展示和日志。"""
+
+    action_steps_builder: ActionStepsBuilder
+    """把 StewardTask 转换为白名单动作步骤的可调用对象。"""
+
+    signal_keywords: tuple[str, ...] = ()
+    """规则兜底 / off_topic 门控的关键词;命中即视为业务相关。"""
+
+    ontology_field_allowlist: tuple[str, ...] = ()
+    """该意图允许的 canonical 槽位;为空表示沿用全局 BUSINESS_CANONICAL_FIELDS。"""
+
+    side_effect_actions: tuple[str, ...] = ()
+    """该意图产生副作用的 action_type 集合;会被纳入执行器白名单。"""
+
+    noop_actions: tuple[str, ...] = ()
+    """该意图的无副作用 action_type 集合(填充/预览/校验等)。"""
+
+    executor: ActionExecutor | None = None
+    """副作用或查询动作的执行函数;None 表示全部走 NOOP。"""
+
+    flow_id: str | None = None
+    """候选流程确认使用的 flow_id;查询类意图为 None。"""
+
+    prompt_fragment: str = ""
+    """注入 steward_intent_agent system prompt 的识别指引片段。"""
+
+
+_REGISTRY: dict[str, IntentDescriptor] = {}
+_FLOW_TO_TASK: dict[str, str] = {}
+
+
+def register_intent(descriptor: IntentDescriptor) -> IntentDescriptor:
+    """注册一个业务意图;重复注册以最后一次为准。"""
+    _REGISTRY[descriptor.task_type] = descriptor
+    if descriptor.flow_id:
+        _FLOW_TO_TASK[descriptor.flow_id] = descriptor.task_type
+    return descriptor
+
+
+def get_intent(task_type: str) -> IntentDescriptor | None:
+    return _REGISTRY.get(str(task_type or "").strip())
+
+
+def all_intents() -> list[IntentDescriptor]:
+    return list(_REGISTRY.values())
+
+
+def all_task_types() -> list[str]:
+    return [desc.task_type for desc in _REGISTRY.values()]
+
+
+def all_assigned_agents() -> list[str]:
+    return [desc.assigned_agent for desc in _REGISTRY.values()]
+
+
+def all_flow_ids() -> list[str]:
+    return [desc.flow_id for desc in _REGISTRY.values() if desc.flow_id]
+
+
+def all_signal_keywords() -> set[str]:
+    keywords: set[str] = set()
+    for desc in _REGISTRY.values():
+        keywords.update(desc.signal_keywords)
+    return keywords
+
+
+def all_side_effect_actions() -> set[str]:
+    actions: set[str] = set()
+    for desc in _REGISTRY.values():
+        actions.update(desc.side_effect_actions)
+    return actions
+
+
+def all_noop_actions() -> set[str]:
+    actions: set[str] = set()
+    for desc in _REGISTRY.values():
+        actions.update(desc.noop_actions)
+    return actions
+
+
+def resolve_task_type_for_flow(flow_id: str) -> str | None:
+    return _FLOW_TO_TASK.get(str(flow_id or "").strip())
+
+
+def resolve_intent_by_action(action_type: str) -> IntentDescriptor | None:
+    """根据 action_type 反查它所属的意图描述符。"""
+    normalized = str(action_type or "").strip()
+    for desc in _REGISTRY.values():
+        if normalized in desc.side_effect_actions or normalized in desc.noop_actions:
+            return desc
+    return None
+
+
+def field_allowlist_for(task_type: str, *, fallback: frozenset[str] | None = None) -> frozenset[str]:
+    """返回某意图允许的槽位集合;未声明则返回 fallback。"""
+    desc = get_intent(task_type)
+    if desc and desc.ontology_field_allowlist:
+        return frozenset(desc.ontology_field_allowlist)
+    return fallback or frozenset()

server/src/app/services/steward_model_plan_builder.py

@@ -18,6 +18,12 @@ from app.schemas.steward import (
 from app.services.ontology_field_registry import normalize_ontology_form_values
 from app.services.steward_constants import BUSINESS_CANONICAL_FIELDS
 from app.services.steward_intent_agent import StewardIntentAgentResult
+from app.services.steward_intent_registry import (
+    all_flow_ids,
+    field_allowlist_for,
+    get_intent,
+    resolve_task_type_for_flow,
+)
 
 
 class StewardModelPlanBuilder:
@@ -112,7 +118,8 @@ class StewardModelPlanBuilder:
             if not isinstance(raw_task, dict):
                 continue
             task_type = str(raw_task.get("task_type") or "").strip()
-            if task_type not in {"expense_application", "reimbursement"}:
+            intent_descriptor = get_intent(task_type)
+            if intent_descriptor is None:
                 continue
 
             task_index = len(tasks) + 1
@@ -120,6 +127,7 @@ class StewardModelPlanBuilder:
                 raw_task.get("ontology_fields"),
                 request=request,
                 base_date=base_date,
+                task_type=task_type,
             )
             supplement_segment = " ".join(
                 [
@@ -136,13 +144,9 @@ class StewardModelPlanBuilder:
             for key, value in supplement_fields.items():
                 fields.setdefault(key, value)
 
-            assigned_agent = (
-                "application_assistant"
-                if task_type == "expense_application"
-                else "reimbursement_assistant"
-            )
-            task_id = f"task_{'app' if task_type == 'expense_application' else 'reim'}_{task_index:03d}"
-            title_prefix = "费用申请" if task_type == "expense_application" else "费用报销"
+            assigned_agent = intent_descriptor.assigned_agent
+            task_id = self._build_task_id(task_type, task_index)
+            title_prefix = intent_descriptor.label
             title = self.planner._clean_text(raw_task.get("title")) or self.planner._build_task_title(
                 title_prefix,
                 fields,
@@ -226,13 +230,14 @@ class StewardModelPlanBuilder:
             if not isinstance(raw_candidate, dict):
                 continue
             flow_id = self.planner._clean_text(raw_candidate.get("flow_id"))
-            if flow_id not in {"travel_application", "travel_reimbursement"}:
+            if flow_id not in set(all_flow_ids()):
                 continue
-            task_type = "expense_application" if flow_id == "travel_application" else "reimbursement"
+            task_type = resolve_task_type_for_flow(flow_id) or "expense_application"
             fields = self._sanitize_model_ontology_fields(
                 raw_candidate.get("ontology_fields"),
                 request=request,
                 base_date=base_date,
+                task_type=task_type,
             )
             if not fields:
                 fields = self.planner._extract_ontology_fields(
@@ -312,32 +317,45 @@ class StewardModelPlanBuilder:
             )
         return "我识别到这是一次财务事项，但还需要先确认具体流程方向。"
 
+    @staticmethod
+    def _build_task_id(task_type: str, index: int) -> str:
+        """根据 task_type 生成稳定的任务 ID 前缀。"""
+        prefix_map = {
+            "expense_application": "app",
+            "reimbursement": "reim",
+            "query_travel_standard": "query",
+        }
+        prefix = prefix_map.get(task_type, re.sub(r"[^a-z0-9]+", "_", task_type.lower()).strip("_") or "task")
+        return f"task_{prefix}_{index:03d}"
+
     def _sanitize_model_ontology_fields(
         self,
         raw_fields: Any,
         *,
         request: StewardPlanRequest,
         base_date: date,
+        task_type: str = "",
     ) -> dict[str, str]:
+        allowlist = field_allowlist_for(task_type, fallback=BUSINESS_CANONICAL_FIELDS)
         normalized_context = normalize_ontology_form_values(request.context_json.get("review_form_values"))
         fields: dict[str, str] = {
             key: value
             for key, value in normalized_context.items()
-            if key in BUSINESS_CANONICAL_FIELDS and str(value or "").strip()
+            if key in allowlist and str(value or "").strip()
         }
         if not isinstance(raw_fields, dict):
             return fields
 
         normalized_model_fields = normalize_ontology_form_values(raw_fields)
         for key, value in normalized_model_fields.items():
-            if key not in BUSINESS_CANONICAL_FIELDS:
+            if key not in allowlist:
                 continue
             normalized_value = self._normalize_model_field_value(key, value, base_date)
             if normalized_value:
                 fields[key] = normalized_value
         if request.attachments and not fields.get("attachments"):
             fields["attachments"] = "、".join(item.name for item in request.attachments if item.name)
-        return {key: value for key, value in fields.items() if key in BUSINESS_CANONICAL_FIELDS and value}
+        return {key: value for key, value in fields.items() if key in allowlist and value}
 
     def _build_attachment_groups_from_model_payload(
         self,
@@ -435,12 +453,17 @@ class StewardModelPlanBuilder:
         task_type: str,
         fields: dict[str, str],
     ) -> list[str]:
+        allowlist = field_allowlist_for(task_type, fallback=BUSINESS_CANONICAL_FIELDS)
         missing_fields: list[str] = []
         if isinstance(raw_missing_fields, list):
             for item in raw_missing_fields:
                 key = str(item or "").strip()
-                if key in BUSINESS_CANONICAL_FIELDS and key not in missing_fields and not fields.get(key):
+                if key in allowlist and key not in missing_fields and not fields.get(key):
                     missing_fields.append(key)
+        # 查询类意图没有强制的必填字段,跳过 planner 的必填推断
+        intent_descriptor = get_intent(task_type)
+        if intent_descriptor is not None and not intent_descriptor.flow_id:
+            return missing_fields
         for key in self.planner._resolve_missing_fields(task_type, fields):
             if key not in missing_fields:
                 missing_fields.append(key)

server/src/app/services/steward_planner_extraction.py

@@ -25,6 +25,44 @@ from app.services.steward_planner_shared import (
 )
 
 
+def _matches_query_signal(compact: str) -> bool:
+    """判断输入是否命中查询类意图信号词(差旅标准等)。
+
+    查询意图不应进入申请/报销候选流程确认,也不应被当作普通业务输入走规则兜底。
+    """
+    from app.services.steward_intent_registry import all_signal_keywords
+
+    query_indicators = ("标准", "补助", "补贴", "差标", "政策", "制度", "多少")
+    if not any(indicator in compact for indicator in query_indicators):
+        return False
+    signal_keywords = all_signal_keywords()
+    return any(keyword in compact for keyword in signal_keywords)
+
+
+def _resolve_assigned_agent_for_draft(task_type: str) -> str:
+    """从注册表取 assigned_agent,查不到时回退到申请/报销默认值。"""
+    from app.services.steward_intent_registry import get_intent
+
+    intent = get_intent(task_type)
+    if intent is not None:
+        return intent.assigned_agent
+    if task_type == "expense_application":
+        return "application_assistant"
+    return "reimbursement_assistant"
+
+
+def _resolve_task_label_for_draft(task_type: str) -> str:
+    """从注册表取意图中文标签,查不到时回退到申请/报销默认值。"""
+    from app.services.steward_intent_registry import get_intent
+
+    intent = get_intent(task_type)
+    if intent is not None:
+        return intent.label
+    if task_type == "expense_application":
+        return "费用申请"
+    return "费用报销"
+
+
 class StewardPlannerExtractionMixin:
     def _has_multiple_financial_demands(self, message: str) -> bool:
         task_drafts = self._extract_task_drafts(message)
@@ -89,6 +127,9 @@ class StewardPlannerExtractionMixin:
         compact = re.sub(r"\s+", "", text)
         if not compact or request.attachments:
             return False
+        # 查询类意图(差旅标准等)不走申请/报销候选流程确认
+        if _matches_query_signal(compact):
+            return False
         if re.search(r"申请|报销|草稿|提交|审批|保存|发起|创建", compact):
             return False
         if not re.search(r"出差|差旅|客户现场|项目|部署|实施|支撑|支持|协助|拜访|调研|培训|会议|驻场|上线|验收", compact):
@@ -115,15 +156,13 @@ class StewardPlannerExtractionMixin:
         base_date: date,
         request: StewardPlanRequest,
     ) -> StewardTask:
+        from app.services.steward_model_plan_builder import StewardModelPlanBuilder
+
         fields = self._extract_ontology_fields(draft.segment, draft.task_type, base_date, request)
         missing_fields = self._resolve_missing_fields(draft.task_type, fields)
-        task_id = f"task_{'app' if draft.task_type == 'expense_application' else 'reim'}_{draft.index:03d}"
-        assigned_agent = (
-            "application_assistant"
-            if draft.task_type == "expense_application"
-            else "reimbursement_assistant"
-        )
-        title_prefix = "费用申请" if draft.task_type == "expense_application" else "费用报销"
+        task_id = StewardModelPlanBuilder._build_task_id(draft.task_type, draft.index)
+        assigned_agent = _resolve_assigned_agent_for_draft(draft.task_type)
+        title_prefix = _resolve_task_label_for_draft(draft.task_type)
         title = self._build_task_title(title_prefix, fields, draft.index)
         return StewardTask(
             task_id=task_id,

server/src/app/services/steward_planner_fallback.py

@@ -63,6 +63,11 @@ class StewardPlannerFallbackMixin:
             return None
         if any(keyword in compact for keyword in STEWARD_BUSINESS_SIGNAL_KEYWORDS):
             return None
+        # 补充注册表里各意图声明的信号词(如查询类"差旅标准"等),避免被判 off_topic
+        from app.services.steward_intent_registry import all_signal_keywords
+
+        if any(keyword in compact for keyword in all_signal_keywords()):
+            return None
 
         if StewardPlannerFallbackMixin._looks_like_greeting(compact):
             return STEWARD_OFF_TOPIC_SCENARIO_GREETING

server/src/app/services/steward_query_executors.py

@@ -0,0 +1,315 @@
+from __future__ import annotations
+
+from typing import Any
+
+from app.api.deps import CurrentUserContext
+from app.schemas.steward import (
+    StewardActionExecuteRequest,
+    StewardActionExecuteResponse,
+    StewardActionStep,
+    StewardTask,
+)
+from app.services.expense_rule_runtime_defaults import DEFAULT_TRAVEL_POLICY_CONFIG
+from app.services.runtime_chat import RuntimeChatService
+
+
+# 城市分级标签:差旅政策 city_tier 到面向用户的城市档位名称
+CITY_TIER_LABELS = {
+    "tier_1": "一类城市(北上广深)",
+    "tier_2": "二类城市(省会及重点城市)",
+    "tier_3": "三类城市(其他地区)",
+}
+
+# 交通等级编码到中文标签
+TRANSPORT_LEVEL_LABELS = {
+    1: "经济舱/二等座(普通席别)",
+    2: "高端经济舱/一等座(中级席别)",
+    3: "公务舱/商务座(高级席别)",
+    4: "头等舱(最高席别)",
+}
+
+
+def build_travel_standard_query_steps(task: StewardTask) -> list[StewardActionStep]:
+    """生成差旅标准查询任务的动作步骤。
+
+    查询不产生副作用,无需校验必填、保存或提交,只生成单步执行动作。
+    """
+    fields = _resolve_task_fields(task)
+    return [
+        StewardActionStep(
+            step_id=f"{task.task_id}:01",
+            action_type="execute_travel_standard_query",
+            label="查询差旅标准",
+            target_task_id=task.task_id,
+            status="planned",
+            requires_confirmation=False,
+            payload={
+                "task_id": task.task_id,
+                "ontology_fields": fields,
+            },
+        )
+    ]
+
+
+def execute_travel_standard_query(
+    executor: Any,
+    request: StewardActionExecuteRequest,
+    current_user: CurrentUserContext,
+    trace: list[dict[str, Any]],
+) -> StewardActionExecuteResponse:
+    """执行差旅标准查询:检索业务数据 → 交给 LLM 整理成自然语言。
+
+    数据源为 DEFAULT_TRAVEL_POLICY_CONFIG(住宿标准 by 职级×城市分级、
+    交通等级 by 职级)。补助标准当前未纳入运行时配置,用制度说明兜底。
+    """
+    action_type = "execute_travel_standard_query"
+    fields = _resolve_task_fields(request.task)
+    message = _resolve_message(request)
+
+    location = str(fields.get("location") or "").strip()
+    employee_grade = _resolve_employee_grade(fields, current_user)
+    standard_category = str(fields.get("standard_category") or "").strip().lower()
+
+    standards = resolve_travel_standard_snapshot(
+        location=location,
+        employee_grade=employee_grade,
+        standard_category=standard_category,
+    )
+
+    if not standards["matched_any"]:
+        answer = _build_no_match_answer(location, employee_grade, standard_category)
+        return StewardActionExecuteResponse(
+            action_type=action_type,
+            status="succeeded",
+            message=answer,
+            result_payload={
+                "answer_markdown": answer,
+                "standards": standards,
+                "matched": False,
+            },
+            trace=[*trace, _trace("completed", mode="query_no_match")],
+        )
+
+    answer = _compose_travel_standard_answer(
+        message=message,
+        standards=standards,
+        location=location,
+        employee_grade=employee_grade,
+    )
+    return StewardActionExecuteResponse(
+        action_type=action_type,
+        status="succeeded",
+        message=answer,
+        result_payload={
+            "answer_markdown": answer,
+            "standards": standards,
+            "matched": True,
+        },
+        trace=[*trace, _trace("completed", mode="query_travel_standard")],
+    )
+
+
+def resolve_travel_standard_snapshot(
+    *,
+    location: str,
+    employee_grade: str,
+    standard_category: str = "",
+) -> dict[str, Any]:
+    """按地点、职级和关注标准类别,从差旅政策配置检索确定性标准数值。
+
+    standard_category 为空表示返回全部类别;非空时只返回指定类别。
+    支持的类别:lodging(住宿)、transport(交通)、allowance(补助)。
+    """
+    config = DEFAULT_TRAVEL_POLICY_CONFIG
+    city_tiers = config.get("city_tiers", {})
+    hotel_limits = config.get("hotel_limits", {})
+    transport_limits = config.get("transport_limits", {})
+    band_labels = config.get("band_labels", {})
+
+    normalized_city = str(location or "").strip()
+    city_tier = city_tiers.get(normalized_city, "tier_3") if normalized_city else "tier_3"
+    normalized_grade = _normalize_grade(employee_grade)
+
+    snapshot: dict[str, Any] = {
+        "location": normalized_city or "",
+        "city_tier": city_tier,
+        "city_tier_label": CITY_TIER_LABELS.get(city_tier, city_tier),
+        "employee_grade": normalized_grade,
+        "employee_grade_label": band_labels.get(normalized_grade, normalized_grade or "未指定"),
+        "standard_category": standard_category or "",
+        "matched_any": False,
+        "lodging": None,
+        "transport": None,
+        "allowance": None,
+    }
+
+    want_all = not standard_category
+    if want_all or standard_category == "lodging":
+        lodging_cap = _resolve_lodging_cap(hotel_limits, normalized_grade, city_tier)
+        if lodging_cap is not None:
+            snapshot["lodging"] = {
+                "daily_cap": str(lodging_cap),
+                "unit": "元/晚",
+            }
+            snapshot["matched_any"] = True
+
+    if want_all or standard_category == "transport":
+        transport_band = _resolve_transport_band(transport_limits, normalized_grade)
+        if transport_band is not None:
+            snapshot["transport"] = {
+                "flight_level": transport_band.get("flight"),
+                "train_level": transport_band.get("train"),
+                "flight_label": TRANSPORT_LEVEL_LABELS.get(int(transport_band.get("flight", 0)), ""),
+                "train_label": TRANSPORT_LEVEL_LABELS.get(int(transport_band.get("train", 0)), ""),
+            }
+            snapshot["matched_any"] = True
+
+    if want_all or standard_category == "allowance":
+        # 补助标准当前未纳入运行时配置,用占位说明,等补助数据源接入后补全。
+        # 占位说明不计入 matched_any,避免无有效数据时仍标记为已匹配。
+        snapshot["allowance"] = {
+            "note": "出差补助标准按地区(直辖市/港澳台/境外等)分档,具体数值请参考《公司差旅费报销规则》或咨询财务。",
+        }
+
+    return snapshot
+
+
+def _resolve_lodging_cap(
+    hotel_limits: dict[str, Any],
+    grade: str,
+    city_tier: str,
+) -> str | None:
+    grade_entry = hotel_limits.get(grade)
+    if not isinstance(grade_entry, dict):
+        return None
+    cap = grade_entry.get(city_tier)
+    return str(cap).strip() if cap is not None else None
+
+
+def _resolve_transport_band(
+    transport_limits: dict[str, Any],
+    grade: str,
+) -> dict[str, Any] | None:
+    band = transport_limits.get(grade)
+    if not isinstance(band, dict):
+        return None
+    return {"flight": band.get("flight"), "train": band.get("train")}
+
+
+def _normalize_grade(value: str) -> str:
+    normalized = str(value or "").strip().upper()
+    if normalized in {"", "未指定", "未知"}:
+        return ""
+    if normalized in DEFAULT_TRAVEL_POLICY_CONFIG.get("band_labels", {}):
+        return normalized
+    # 容忍 P05 / p5 等写法
+    compact = normalized.lstrip("Pp")
+    if compact.isdigit():
+        candidate = f"P{int(compact)}"
+        if candidate in DEFAULT_TRAVEL_POLICY_CONFIG.get("band_labels", {}):
+            return candidate
+    return normalized
+
+
+def _resolve_employee_grade(
+    fields: dict[str, str],
+    current_user: CurrentUserContext,
+) -> str:
+    grade = str(fields.get("employee_grade") or "").strip()
+    if grade:
+        return grade
+    return str(getattr(current_user, "grade", "") or "").strip()
+
+
+def _resolve_task_fields(task: StewardTask | None) -> dict[str, str]:
+    if task is None or not isinstance(task.ontology_fields, dict):
+        return {}
+    return {
+        str(key or "").strip(): str(value or "").strip()
+        for key, value in task.ontology_fields.items()
+        if str(key or "").strip() and str(value or "").strip()
+    }
+
+
+def _resolve_message(request: StewardActionExecuteRequest) -> str:
+    message = str(request.message or "").strip()
+    if message:
+        return message
+    if request.task is not None:
+        return str(request.task.summary or request.task.title or "").strip()
+    return "差旅标准查询"
+
+
+def _build_no_match_answer(location: str, employee_grade: str, standard_category: str) -> str:
+    parts = ["### 未能匹配到具体差旅标准"]
+    details = []
+    if location:
+        details.append(f"目的地:**{location}**")
+    if employee_grade:
+        details.append(f"职级:**{employee_grade}**")
+    if standard_category:
+        details.append(f"关注类别:**{standard_category}**")
+    if details:
+        parts.append("")
+        parts.append("当前识别到:" + "、".join(details) + "。")
+    parts.append("")
+    parts.append(
+        "请补充更明确的信息,例如\"P5 去武汉出差的住宿标准是多少\","
+        "或直接说\"查武汉的住宿标准\"。"
+    )
+    return "\n".join(parts)
+
+
+def _compose_travel_standard_answer(
+    *,
+    message: str,
+    standards: dict[str, Any],
+    location: str,
+    employee_grade: str,
+) -> str:
+    """把结构化标准整理成面向用户的 Markdown 回复。
+
+    优先用确定性数据拼装;如需更自然的表述,可在此处接入 LLM,
+    当前阶段确定性拼装已足够清晰,避免额外模型调用开销。
+    """
+    lines = ["### 差旅标准查询结果"]
+    context_parts = []
+    if location:
+        context_parts.append(f"目的地 **{location}**({standards.get('city_tier_label', '')})")
+    if employee_grade:
+        context_parts.append(f"职级 **{standards.get('employee_grade_label', employee_grade)}**")
+    if context_parts:
+        lines.append("")
+        lines.append("查询条件:" + "、".join(context_parts) + "。")
+
+    lodging = standards.get("lodging")
+    transport = standards.get("transport")
+    allowance = standards.get("allowance")
+
+    if lodging:
+        lines.append("")
+        lines.append(f"- **住宿标准**:{lodging['daily_cap']} {lodging['unit']}")
+    if transport:
+        lines.append(
+            f"- **交通工具等级**:飞机 {transport.get('flight_label', '')}、"
+            f"火车 {transport.get('train_label', '')}"
+        )
+    if allowance:
+        lines.append(f"- **出差补助**:{allowance.get('note', '')}")
+
+    lines.append("")
+    lines.append(
+        "> 标准依据公司差旅政策运行时配置。如需了解超标说明、多城市行程等例外口径,"
+        "请进一步描述您的场景。"
+    )
+    return "\n".join(lines)
+
+
+def _trace(stage: str, **extra: Any) -> dict[str, Any]:
+    from datetime import UTC, datetime
+
+    return {
+        "stage": stage,
+        "at": datetime.now(UTC).isoformat(),
+        **extra,
+    }

server/tests/test_steward_intent_agent.py

@@ -68,3 +68,33 @@ def test_steward_intent_agent_uses_ten_second_timeout_and_three_attempts() -> No
     assert runtime_chat.kwargs["timeout_seconds"] == 10
     assert runtime_chat.kwargs["max_attempts"] == 3
     assert runtime_chat.kwargs["use_failure_cooldown"] is False
+
+
+def test_steward_intent_tool_schema_includes_query_task_type_from_registry() -> None:
+    """function call schema 的 task_type enum 应从注册表动态生成,包含查询意图。"""
+    from app.services import steward_intent_bootstrap  # noqa: F401  触发意图注册
+
+    schema = StewardIntentAgent._build_intent_tool_schema(
+        ["expense_type", "time_range", "location", "reason", "transport_mode"]
+    )
+    task_schema = schema["function"]["parameters"]["properties"]["tasks"]["items"]
+    task_type_enum = task_schema["properties"]["task_type"]["enum"]
+
+    assert "expense_application" in task_type_enum
+    assert "reimbursement" in task_type_enum
+    assert "query_travel_standard" in task_type_enum
+
+
+def test_steward_intent_system_prompt_mentions_query_intent_guidance() -> None:
+    """system prompt 应包含查询意图的识别指引,避免被误识别为申请。"""
+    from app.services import steward_intent_bootstrap  # noqa: F401  触发意图注册
+
+    messages = StewardIntentAgent._build_messages(
+        StewardPlanRequest(message="武汉出差标准是多少"),
+        base_date=__import__("datetime").date(2026, 6, 24),
+        canonical_fields=["location", "employee_grade"],
+    )
+    system_prompt = messages[0]["content"]
+    assert "query_travel_standard" in system_prompt
+    assert "差旅" in system_prompt
+    assert "住宿标准" in system_prompt

server/tests/test_steward_intent_registry.py

@@ -0,0 +1,87 @@
+from __future__ import annotations
+
+from app.services import steward_intent_bootstrap  # noqa: F401  触发意图注册
+from app.services.steward_intent_registry import (
+    all_flow_ids,
+    all_intents,
+    all_signal_keywords,
+    all_task_types,
+    field_allowlist_for,
+    get_intent,
+    resolve_intent_by_action,
+    resolve_task_type_for_flow,
+)
+from app.services.steward_constants import BUSINESS_CANONICAL_FIELDS
+
+
+def test_registry_registers_application_reimbursement_and_query_intents():
+    task_types = all_task_types()
+    assert "expense_application" in task_types
+    assert "reimbursement" in task_types
+    assert "query_travel_standard" in task_types
+
+    application = get_intent("expense_application")
+    assert application is not None
+    assert application.assigned_agent == "application_assistant"
+    assert application.flow_id == "travel_application"
+
+    reimbursement = get_intent("reimbursement")
+    assert reimbursement is not None
+    assert reimbursement.assigned_agent == "reimbursement_assistant"
+    assert reimbursement.flow_id == "travel_reimbursement"
+
+    query = get_intent("query_travel_standard")
+    assert query is not None
+    assert query.assigned_agent == "policy_query_assistant"
+    assert query.flow_id is None  # 查询意图不进入候选流程确认
+
+
+def test_registry_aggregates_flow_ids_and_signal_keywords():
+    flow_ids = set(all_flow_ids())
+    assert flow_ids == {"travel_application", "travel_reimbursement"}
+
+    keywords = all_signal_keywords()
+    assert "出差" in keywords  # 来自 expense_application
+    assert "报销" in keywords  # 来自 reimbursement
+    assert "差旅标准" in keywords  # 来自 query_travel_standard
+
+
+def test_registry_resolves_intent_by_action_type():
+    assert resolve_intent_by_action("save_application_draft").task_type == "expense_application"
+    assert resolve_intent_by_action("submit_application").task_type == "expense_application"
+    assert resolve_intent_by_action("create_reimbursement_draft").task_type == "reimbursement"
+    assert resolve_intent_by_action("associate_attachments").task_type == "reimbursement"
+    assert resolve_intent_by_action("execute_travel_standard_query").task_type == "query_travel_standard"
+    assert resolve_intent_by_action("unknown_action") is None
+
+
+def test_registry_resolves_task_type_for_flow():
+    assert resolve_task_type_for_flow("travel_application") == "expense_application"
+    assert resolve_task_type_for_flow("travel_reimbursement") == "reimbursement"
+    assert resolve_task_type_for_flow("unknown_flow") is None
+
+
+def test_field_allowlist_uses_per_intent_overrides():
+    # 申请/报销沿用全局 BUSINESS_CANONICAL_FIELDS
+    application_fields = field_allowlist_for("expense_application")
+    assert "location" in application_fields
+    assert "amount" in application_fields
+    assert application_fields == frozenset(BUSINESS_CANONICAL_FIELDS)
+
+    # 查询意图使用专属槽位集合
+    query_fields = field_allowlist_for("query_travel_standard")
+    assert "location" in query_fields
+    assert "employee_grade" in query_fields
+    assert "standard_category" in query_fields
+    assert "amount" not in query_fields  # 查询不需要金额
+
+    # 未注册意图回退到 fallback
+    fallback_fields = field_allowlist_for("unknown", fallback=frozenset({"foo"}))
+    assert fallback_fields == frozenset({"foo"})
+
+
+def test_query_intent_prompt_fragment_includes_identification_guidance():
+    query = get_intent("query_travel_standard")
+    assert query is not None
+    assert "差旅" in query.prompt_fragment
+    assert "住宿标准" in query.prompt_fragment

server/tests/test_steward_query_executors.py

@@ -0,0 +1,172 @@
+from __future__ import annotations
+
+from types import SimpleNamespace
+
+from app.schemas.steward import StewardActionExecuteRequest, StewardTask
+from app.services.steward_query_executors import (
+    build_travel_standard_query_steps,
+    execute_travel_standard_query,
+    resolve_travel_standard_snapshot,
+)
+
+
+def _build_current_user(grade: str = "P5") -> SimpleNamespace:
+    return SimpleNamespace(
+        username="test_user",
+        name="测试员工",
+        grade=grade,
+        department_name="技术部",
+        position="工程师",
+        role_codes=["employee"],
+        is_admin=False,
+        employee_no="E00001",
+        manager_name="李总",
+    )
+
+
+def _build_request(
+    *,
+    location: str = "武汉",
+    employee_grade: str = "",
+    standard_category: str = "",
+    message: str = "我去武汉出差的住宿标准是多少",
+) -> StewardActionExecuteRequest:
+    ontology_fields: dict[str, str] = {}
+    if location:
+        ontology_fields["location"] = location
+    if employee_grade:
+        ontology_fields["employee_grade"] = employee_grade
+    if standard_category:
+        ontology_fields["standard_category"] = standard_category
+    task = StewardTask(
+        task_id="task_query_001",
+        task_type="query_travel_standard",
+        assigned_agent="policy_query_assistant",
+        title="差旅标准查询",
+        summary=message,
+        ontology_fields=ontology_fields,
+    )
+    return StewardActionExecuteRequest(
+        action_type="execute_travel_standard_query",
+        message=message,
+        task=task,
+    )
+
+
+def test_resolve_travel_standard_snapshot_returns_lodging_and_transport_for_known_city_and_grade():
+    snapshot = resolve_travel_standard_snapshot(
+        location="武汉",
+        employee_grade="P5",
+    )
+    assert snapshot["location"] == "武汉"
+    assert snapshot["city_tier"] == "tier_2"  # 武汉是二类城市
+    assert snapshot["employee_grade"] == "P5"
+    assert snapshot["lodging"] is not None
+    assert snapshot["lodging"]["daily_cap"] == "480.00"  # P5 + tier_2
+    assert snapshot["transport"] is not None
+    assert snapshot["transport"]["flight_level"] == 1
+    assert snapshot["matched_any"] is True
+
+
+def test_resolve_travel_standard_snapshot_filters_by_standard_category():
+    lodging_only = resolve_travel_standard_snapshot(
+        location="北京",
+        employee_grade="P7",
+        standard_category="lodging",
+    )
+    assert lodging_only["lodging"] is not None
+    assert lodging_only["lodging"]["daily_cap"] == "900.00"  # P7 + tier_1
+    assert lodging_only["transport"] is None
+
+    transport_only = resolve_travel_standard_snapshot(
+        location="北京",
+        employee_grade="P7",
+        standard_category="transport",
+    )
+    assert transport_only["transport"] is not None
+    assert transport_only["transport"]["flight_level"] == 3  # P7 飞机等级
+    assert transport_only["lodging"] is None
+
+
+def test_resolve_travel_standard_snapshot_normalizes_grade_variants():
+    # "p5" 小写、未标准化写法应被归一为 "P5"
+    snapshot = resolve_travel_standard_snapshot(
+        location="武汉",
+        employee_grade="p5",
+    )
+    assert snapshot["employee_grade"] == "P5"
+    assert snapshot["lodging"]["daily_cap"] == "480.00"
+
+
+def test_resolve_travel_standard_snapshot_handles_unknown_grade():
+    snapshot = resolve_travel_standard_snapshot(
+        location="武汉",
+        employee_grade="",
+    )
+    # 无职级时无法匹配住宿标准(需要职级档位);补助为占位说明,不计入 matched_any
+    assert snapshot["lodging"] is None
+    assert snapshot["matched_any"] is False
+    assert snapshot["allowance"] is not None  # 仍返回占位说明
+
+
+def test_execute_travel_standard_query_returns_succeeded_with_answer_markdown():
+    request = _build_request(location="武汉", employee_grade="P5")
+    response = execute_travel_standard_query(
+        executor=None,
+        request=request,
+        current_user=_build_current_user("P5"),
+        trace=[],
+    )
+    assert response.status == "succeeded"
+    assert response.action_type == "execute_travel_standard_query"
+    assert "差旅标准查询结果" in response.message
+    assert "480.00" in response.message  # 住宿标准
+    assert response.result_payload["matched"] is True
+    assert response.result_payload["standards"]["lodging"]["daily_cap"] == "480.00"
+
+
+def test_execute_travel_standard_query_falls_back_to_current_user_grade_when_field_missing():
+    request = _build_request(location="武汉", employee_grade="")
+    response = execute_travel_standard_query(
+        executor=None,
+        request=request,
+        current_user=_build_current_user("P5"),
+        trace=[],
+    )
+    assert response.status == "succeeded"
+    # 应回退到 current_user.grade = P5
+    assert response.result_payload["standards"]["employee_grade"] == "P5"
+
+
+def test_execute_travel_standard_query_returns_no_match_when_grade_and_city_unknown():
+    request = _build_request(
+        location="未知城市",
+        employee_grade="",
+        message="查差旅标准",
+    )
+    # ontology_fields 也没有 grade,current_user 也没有
+    response = execute_travel_standard_query(
+        executor=None,
+        request=request,
+        current_user=_build_current_user(""),
+        trace=[],
+    )
+    assert response.status == "succeeded"
+    assert response.result_payload["matched"] is False
+    assert "未能匹配" in response.message
+
+
+def test_build_travel_standard_query_steps_generates_single_executable_step():
+    task = StewardTask(
+        task_id="task_query_001",
+        task_type="query_travel_standard",
+        assigned_agent="policy_query_assistant",
+        title="差旅标准查询",
+        summary="查武汉住宿标准",
+        ontology_fields={"location": "武汉", "employee_grade": "P5"},
+    )
+    steps = build_travel_standard_query_steps(task)
+    assert len(steps) == 1
+    assert steps[0].action_type == "execute_travel_standard_query"
+    assert steps[0].requires_confirmation is False
+    assert steps[0].payload["ontology_fields"]["location"] == "武汉"